Fatima Elmalla – Data Analyst

Work Experience

Information technology institute

Sep 2022 - Mar 2023 -6 months

Egypt , Cairo

Job Details:• Big Data, Enterprise data management. • SQL, NoSQL, Graph databases, and document databases. • Data modeling, Dimensional modeling, and star schema. • Python and R for data analysis and representation. • Power BI and Tableau • Hands‑on project to develop a dimensional model for an airline company to analyze its frequent flights. A star schema is developed and the physical model is built accordingly. Sample Queries are constructed to answer the analysis questions and help in decision‑making. • Hands‑on project on data analysis, visualization, and communication.

RaddicalX

Sep 2022 - Nov 2022 -2 months

United States , New York City

Job Details:• Hands‑on project to create a web app for companies to apprenticeship for users to apply for. The company is able to upload details about the apprenticeship as well as videos and images. • Backend web development using nodejs, Typescript, and Firestore. • Hands‑on experience with git. • Testing using postman. • Agile approach in development and maintenance.

National Telecommunication Institute: NTI

Jul 2021 - Aug 2021 -1 month

Egypt , Cairo

Job Details:• Basic and Advanced Python, Numpy, and Pandas. • Basic mathematics, Linear algebra, Probability and statistics, and optimization. • Data collection and cleansing, feature selection. • Supervised, Semi‑supervised, Unsupervised machine learning models. (Linear regression, logistic regression). • Neural networks (RNN, CNN, GAN), activation functions, and normalizers. • Hands‑on projects on machine learning and deep learning. • Trained CNN model to predict COVID and non‑COVID patients using X‑ray images.